Data Explorer Tool
Browse your data in a filterable table. Every column header becomes a live search input — filter 100k rows instantly.
Transform your data into insights. Upload CSV, JSON or Excel — get instant exploratory data analysis, interactive charts, data quality reports and learn data science concepts as you explore. All calculations happen in your browser. Your data never leaves your device.
From raw file to insight in seconds — all the tools in one place, with explanations at every step.
Browse your data in a filterable table. Every column header becomes a live search input — filter 100k rows instantly.
Automatic type detection, null %, unique count, and completeness bar for every column. Know your data in seconds.
Min, max, mean, median, mode, standard deviation, Q1, Q3, IQR and skewness — all computed automatically for numeric columns.
Auto-generated histograms, bar charts, scatter plots, line charts and donut charts. Fully interactive — hover, zoom, click.
Automatically detects missing values, statistical outliers (IQR method), duplicate rows and format inconsistencies. Scored 0–100.
10 data science education cards explaining EDA, mean vs median, correlation, outliers, distribution and more — learn as you analyze.
Build a custom schema, choose column types (integer, decimal, text, date…) and generate realistic random datasets to practice with.
Load any public dataset from Hugging Face directly — just paste the dataset name and AIBender fetches and analyzes it for you.
Four steps from raw data to actionable insight.
Drag-drop a CSV/JSON/Excel file, load a public Hugging Face dataset by name, or use the built-in data generator to create a practice dataset from scratch.
AIBender instantly profiles your data: detects types, computes statistics, identifies missing values and outliers, and generates charts — all in your browser.
Switch between 7 analysis tabs — Explorer, Profile, Statistics, Charts, Quality, Learn and Export. Each tab includes explanations of what you're seeing.
Download filtered data as CSV or JSON, export statistics and profile reports, and bring clean, validated data to your next analysis step.
Every analysis step comes with an explanation. Here's a preview of our built-in learning modules.
Choose how you want to bring data into AIBender.
Drop your file here
or browse to upload
Browse, search and filter your data. Use Edit data to fix values in the table, then Done editing to refresh Profile, Charts and Quality — or export CSV/JSON and re-upload for a full reload.